Machine learning model for predicting optimal velocity to avoid collision.
ML model deployed at server https://alertme123.herokuapp.com/api
Android App (AlertMe) providing functionality: notification when in high danger zone,demarcating areas on map accoring to accidents data , performing a HTTP POST request to the server to make predictions.
An alternative mathematical model for avoiding collisions by taking into consideration distance vectors , velocity vectors and their dot products . A GUI simulation was made for the same using using tkinter and matplotlib.
Adaptive headlight model simulated using PyGame.
You can check the pdfs included for complete details.
- Python
- Tensorflow
- Keras
- Flask
- Heroku server
- PyGame
- Firebase
- Google Maps API
- minSDK version19